generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
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- advice.md
- allow.txt
- block-delimiters.list
- candidate.patterns
- excludes.txt
- line_forbidden.patterns
- patterns.txt
- README.md
- reject.txt
- bug-report.yml
- config.yml
- feature-request.yml
- .flake8
- .gitleaks.toml
- .htmlhintrc
- .jscpd.json
- .jupyter-nbqa.toml
- .markdown-lint.yml
- .mypy.ini
- .python-lint
- .sqlfluff
- .textlintrc
- assign_issue.py
- assign-issue.yaml
- links.yaml
- linter.yaml
- spelling.yaml
- CODEOWNERS
- PULL_REQUEST_TEMPLATE.md
- settings.json
- architecture_diagram.png
- live-compliance-cockpit-a2a.png
- live-compliance-cockpit.jpg
- ui_mockup.png
- main.go
- card.go
- checker.go
- checker_test.go
- task_handler.go
- task_handler_test.go
- default_policy.json
- Dockerfile
- go.mod
- __init__.py
- telemetry.py
- index.html
- __init__.py
- agent.py
- fallback_handler.py
- fast_api_app.py
- live_compliance.py
- state_schema.py
- tools.py
- a2a_mock_eval.json
- extraction_eval.json
- test_extraction.py
- test_fallback.py
- Dockerfile
- pyproject.toml
- uv.lock
- high-risk-liability-contract.pdf
- non-compliant-contract.pdf
- standard-vendor-agreement.pdf
- ARCHITECTURE.md
- docker-compose.yml
- LICENSE
- README.md
- TUTORIAL.md
- telemetry.py
- typing.py
- index-DgUrFQNs.css
- index-GxbLCVag.js
- index.html
- olivia-bennett.jpg
- __init__.py
- agent.py
- agent_runtime_app.py
- fast_api_app.py
- live_onboarding.py
- resume_handler.py
- state_schema.py
- tools.py
- live-onboarding-overview.png
- olivia-bennett.jpg
- api.ts
- App.tsx
- main.tsx
- styles.css
- types.ts
- index.html
- package.json
- tsconfig.json
- vite.config.ts
- basic.evalset.json
- dead_time_delay_eval.json
- onboarding_eval.json
- README.md
- eval_config.json
- test_agent.py
- test_agent_runtime_app.py
- test_live_onboarding.py
- pyproject.toml
- README.md
- sessions.db
- TUTORIAL.md
- agent.py
- db_guard.py
- gateway_guard.py
- run_demo.sh
- zero-trust-agents.png
- app.js
- index.html
- pyproject.toml
- README.md
- style.css
- TUTORIAL.md
- README.md
- get_started_with_memory_bank.ipynb
- get_started_with_memory_bank_custom_topics.ipynb
- get_started_with_memory_bank_governance.ipynb
- get_started_with_memory_bank_on_adk.ipynb
- tutorial_get_started_with_multimodal_agents_with_memory_bank.ipynb
- tutorial_a2a_on_agent_engine.ipynb
- tutorial_bidi_stream_v2.ipynb
- tutorial_claude_with_adk_on_agent_engine.ipynb
- tutorial_deploy_your_containerised_agent.ipynb
- tutorial_deploy_your_first_adk_agent_on_agent_engine.ipynb
- tutorial_get_started_with_agent_engine_terraform_deployment.ipynb
- tutorial_get_started_with_cloud_api_registry.ipynb
- tutorial_get_started_with_code_execution.ipynb
- tutorial_get_started_with_live_api_on_agent_engine.ipynb
- tutorial_mcp_on_agent_engine.ipynb
- tutorial_multi_agent_systems_on_vertexai_with_claude.ipynb
- tutorial_multi_agent_systems_vertexai_llama_arize.ipynb
- .gcloudignore
- get_started_with_memory_for_adk_in_cloud_run.ipynb
- a2a_http_sample.ipynb
- a2a_sdk_sample.ipynb
- intro_gemini_data_analytics_http.ipynb
- intro_gemini_data_analytics_sdk.ipynb
- .gcloudignore
- get_started_with_memory_for_adk_in_gke.ipynb
- intro_managed_agents_curl.ipynb
- intro_managed_agents_python.ipynb
- managed_agents_world_cup_analysis.ipynb
- analyze_history.py
- llm_util.py
- pattern_extractor.py
- README.md
- swarm_generator.py
- trigger_matcher.py
- trigger_schema.py
- __init__.py
- active_mem.py
- search_agent.py
- swarm_loader.py
- __init__.py
- agent.py
- requirements.txt
- __init__.py
- generate_eval_pool.py
- harness.py
- sample_eval_scenarios.py
- orchestrator.py
- README.md
- user_agent.py
- __init__.py
- __init__.py
- agent.py
- DEPLOYMENT.md
- README.md
- requirements.txt
- test_scenarios.md
- generate_profiles.py
- profiles.json
- .env.example
- .gitignore
- config.py
- evaluation_rubric.md
- evaluation_rubric_augmented.md
- evaluation_scenarios_user_1.json
- evaluation_scenarios_user_2.json
- evaluation_scenarios_user_3.json
- evaluation_scenarios_user_4.json
- evaluation_scenarios_user_5.json
- pyproject.toml
- README.md
- run_pipeline.sh
- test_augmented_agent.py
- test_deployed_agent.py
- uv.lock
- intro_skill_registry.ipynb
- README.md
- lyria2_music_generation.ipynb
- lyria3_music_generation.ipynb
- gemini_3_1_flash_tts.ipynb
- get_started_with_chirp3_instant_custom_voice.ipynb
- get_started_with_chirp_3_hd_voices.ipynb
- get_started_with_chirp_3_transcription.ipynb
- get_started_with_gemini_tts_voices.ipynb
- multi-speaker-podcast.ipynb
- macbeth_the_sitcom.json
- storytelling.ipynb
- README.md
- README.md
- bq-vector-search-outlier-detection-audit-logs.ipynb
- bq-vector-search-outlier-detection-infra-logs.ipynb
- anomaly_sampling_engine.ipynb
- bigquery-import.ipynb
- bigquery_ml_gemini_and_oss_text_embedding.ipynb
- embedding-similarity-visualization.ipynb
- hybrid-search.ipynb
- intro-textemb-vectorsearch.ipynb
- intro_embeddings_tuning.ipynb
- intro_multimodal_embeddings.ipynb
- large-embs-generation-for-vvs.ipynb
- README.md
- task-type-embedding.ipynb
- vector-search-2-intro.ipynb
- vector-search-2-quickstart.ipynb
- vector-search-quickstart.ipynb
- get_started_with_memory_bank_adk.ipynb
- get_started_with_memory_bank_crewai.ipynb
- get_started_with_memory_bank_langgraph.ipynb
- agent_engine_express_mode.ipynb
- evaluating_crewai_agent_engine_customized_template.ipynb
- evaluating_langchain_agent_engine_prebuilt_template.ipynb
- evaluating_langgraph_agent_engine_customized_template.ipynb
- intro_agent_engine.ipynb
- langchain_vertex_ai_session_service.ipynb
- langgraph_human_in_the_loop.ipynb
- README.md
- tracing_agents_in_agent_engine.ipynb
- tutorial_ag2_on_agent_engine.ipynb
- tutorial_google_maps_agent.ipynb
- tutorial_langgraph.ipynb
- tutorial_langgraph_rag_agent.ipynb
- tutorial_mcp_toolbox_for_databases.ipynb
- tutorial_vertex_ai_search_rag_agent.ipynb
- adk_logo.png
- architecture.png
- gemini_flash_lite_agent_banner.jpeg
- Gemini_logo.png
- agent.py
- dashboard.py
- LICENSE
- README.md
- requirements.txt
- function-calling.ipynb
- guardrail-classifier.ipynb
- README.md
- semantic-router.ipynb
- task-planner.ipynb
- __init__.py
- function_calling.py
- gemini.py
- guardrails.py
- semantic_router.py
- task_planner.py
- __init__.py
- checkpoint_saver.py
- fastapi_app.py
- langgraph_agent.py
- schemas.py
- __init__.py
- execute_plan.py
- generate_plan.py
- reflect_plan.py
- __init__.py
- executor.py
- planner.py
- reflector.py
- schemas.py
- __init__.py
- chat.py
- guardrails.py
- router.py
- save_turn.py
- __init__.py
- find_inventory.py
- find_products.py
- find_stores.py
- schemas.py
- __init__.py
- py.typed
- schemas.py
- server.py
- settings.py
- utils.py
- langgraph-agent.ipynb
- langgraph-remote-agent.ipynb
- .dockerignore
- .gcloudignore
- Dockerfile
- LICENSE.txt
- pyproject.toml
- README.md
- service.yaml.template
- uv.lock
- function_calling.py
- gemini_chat.py
- gemini_chat_with_guardrails.py
- semantic_router.py
- task_planner.py
- __init__.py
- auth.py
- demo_page.py
- home.py
- py.typed
- remote_settings.py
- server.py
- .dockerignore
- .gcloudignore
- app.yaml.template
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- LICENSE.txt
- pyproject.toml
- README.md
- uv.lock
- app_engine.tf
- backend.tf
- databases.tf
- network.tf
- outputs.tf
- project.tf
- provider.tf
- service_accounts.tf
- variables.tf
- __init__.py
- concierge.py
- langgraph_demo.py
- __init__.py
- backend.py
- cloudbuild.py
- dataset.py
- defaults.py
- frontend.py
- terraform.py
- __init__.py
- license_check.py
- .gitignore
- .pre-commit-config.yaml
- LICENSE.txt
- pyproject.toml
- README.md
- uv.lock
- intro_batch_prediction.ipynb
- monitor_batch_prediction_gemini_api.ipynb
- intro_chat_completions_api.ipynb
- intro_agentic_vision.ipynb
- intro_code_execution.ipynb
- README.md
- README.md
- requirements.txt
- web_agent.py
- intro_computer_use.ipynb
- intro_context_caching.ipynb
- intro_controlled_generation.ipynb
- intro_deep_research.ipynb
- bring_your_own_autorater_with_custom_metric.ipynb
- bring_your_own_computation_based_metric.ipynb
- compare_and_migrate_from_palm_to_gemini.ipynb
- compare_generative_ai_models.ipynb
- customize_model_based_metrics.ipynb
- enhancing_quality_and_explainability_with_eval.ipynb
- evaluate_agent_final_answer_with_custom_parsing.ipynb
- evaluate_autorater.ipynb
- evaluate_gemini_tool_use.ipynb
- evaluate_groundedness_with_custom_parsing.ipynb
- evaluate_images_with_gecko.ipynb
- evaluate_langchain_chains.ipynb
- evaluate_multimodal_task_image.ipynb
- evaluate_rag_batch_pipeline.ipynb
- evaluate_rag_gen_ai_evaluation_service_sdk.ipynb
- evaluate_translation.ipynb
- evaluate_videos_with_gecko.ipynb
- evaluating_crewai_agent.ipynb
- evaluating_langgraph_agent.ipynb
- evaluating_prompts_at_scale_with_gemini_batch_prediction_api.ipynb
- intro_batch_evaluation.ipynb
- intro_to_gen_ai_evaluation_service_sdk.ipynb
- migration_guide_preview_to_GA_sdk.ipynb
- multimodal_text_quality_rubric_evaluation.ipynb
- prompt_engineering_gen_ai_evaluation_service_sdk.ipynb
- rubric_based_eval.ipynb
- agent_as_a_judge_eval.ipynb
- create_agent_and_run_evaluation.ipynb
- create_genai_agent_evaluation.ipynb
- evaluate_gemini_structured_output.ipynb
- evaluate_images_with_predefined_gecko.ipynb
- evaluate_managed_agents.ipynb
- evaluate_models_in_vertex_ai_studio_and_model_garden.ipynb
- evaluate_videos_with_predefined_gecko.ipynb
- evaluate_with_your_python_code.ipynb
- evaluating_adk_agent.ipynb
- evaluating_observability_datasets.ipynb
- evaluating_third_party_llms_vertex_ai_gen_ai_eval_sdk.ipynb
- model_migration_with_gen_ai_eval.ipynb
- multi_agent_evals_with_arize_and_crewai.ipynb
- multi_agent_state_verification_eval.ipynb
- multi_turn_agent_evaluation_with_user_simulation_metric_registration_auto_loss_analysis.ipynb
- quick_start_gen_ai_eval.ipynb
- view_genai_agent_evaluation_run.ipynb
- forced_function_calling.ipynb
- function_calling_data_structures.ipynb
- intro_function_calling.ipynb
- multimodal_function_calling.ipynb
- parallel_function_calling.ipynb
- README.md
- intro_gemini_2_5_flash.ipynb
- intro_gemini_2_5_flash_lite.ipynb
- intro_gemini_2_5_image_gen.ipynb
- intro_gemini_2_5_pro.ipynb
- intro_gemini_3_1_flash_image_gen.ipynb
- intro_gemini_3_1_flash_lite.ipynb
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- intro_gemini_curl.ipynb
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- README.md
- grounding_with_vais.ipynb
- intro-grounding-gemini.ipynb
- intro_request_response_logging.ipynb
- intro_logprobs.ipynb
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- cocktail.py
- index.html
- main.py
- pyproject.toml
- README.md
- uv.lock
- cocktail.py
- weather_server.py
- index.html
- main.js
- styles.css
- tabs.js
- user_guide.md
- userGuide.js
- websocketApp.js
- .dockerignore
- Dockerfile
- main.py
- pyproject.toml
- README.md
- uv.lock
- gemini_client.py
- gemini_server.py
- servers_config.json
- example.env
- README.md
- requirements.txt
- intro_to_mcp.ipynb
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- README.md
- .prettierrc
- app.py
- header.html
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- requirements.txt
- style.css
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- app.js
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- livekit_app.js
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- index.html
- livekit.html
- __init__.py
- flight_booking.py
- hotel_booking.py
- flight_booking.txt
- flight_booking_audio.txt
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- orchestrator_v1.txt
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- session-viewer.html
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- flight_tools.py
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- personalization_tool.py
- __init__.py
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- viewer_api.py
- livekit_bridge.py
- main.py
- bidi-demo-screen.png
- .gitignore
- demo_livekit_adk.mov
- Dockerfile
- pyproject.toml
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- capture.worklet.js
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- vite.svg
- react.svg
- LiveAPIDemo.css
- LiveAPIDemo.jsx
- gemini-api.js
- media-utils.js
- tools.js
- App.css
- App.jsx
- index.css
- main.jsx
- .gitignore
- customer-service-agent-screenshot.png
- eslint.config.js
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- vite.svg
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- LiveAPIDemo.css
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- gemini-api.js
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- .gitignore
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- requirements.txt
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- gemini_live.py
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- requirements.txt
- capture.worklet.js
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- vite.svg
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- LiveAPIDemo.css
- LiveAPIDemo.jsx
- gemini-api.js
- media-utils.js
- tools.js
- App.css
- App.jsx
- index.css
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- .gitignore
- eslint.config.js
- index.html
- package-lock.json
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- requirements.txt
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- vite.svg
- react.svg
- LiveAPIDemo.css
- LiveAPIDemo.jsx
- gemini-api.js
- media-utils.js
- tools.js
- App.css
- App.jsx
- index.css
- main.jsx
- .gitignore
- eslint.config.js
- index.html
- package-lock.json
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- pcm-audio-debugger.html
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- architecture.png
- favicon.ico
- gemini-api.js
- audio-recorder.js
- audio-recording-worklet.js
- audio-streamer.js
- audioworklet-registry.js
- media-handler.js
- utils.js
- mobile-style.css
- style.css
- cloudbuild.yaml
- Dockerfile
- index.html
- mobile.html
- nginx.conf
- README.md
- main.py
- requirements.txt
- README.md
- README.md
- cloud_deployment.md
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- config.py
- system-instructions.txt
- gemini_client.py
- session.py
- tool_handler.py
- websocket_handler.py
- .dockerignore
- .env.example
- cloudbuild.yaml
- Dockerfile
- README.md
- requirements.txt
- server.py
- LICENSE
- README.md
- main.py
- requirements.txt
- cookieJar.js
- gemini-live-api.js
- index.html
- live-media-manager.js
- pcm-processor.js
- script.js
- styles.css
- .prettierrc
- Dockerfile
- nginx.conf
- README.md
- supervisord.conf
- intro_live_api_native_audio.ipynb
- intro_multimodal_live_api.ipynb
- intro_multimodal_live_api_genai_sdk.ipynb
- live_api_quickstart.ipynb
- README.md
- real_time_rag_bank_loans_gemini_2_0.ipynb
- real_time_rag_retail_gemini_2_0.ipynb
- nano_banana_recipes.ipynb
- README.md
- intro_langchain_gemini.ipynb
- intro_langgraph_gemini.ipynb
- langgraph_gemini_podcast.ipynb
- langgraph_multi-agent-rag-and-self-correction.ipynb
- llamaindex_workflows.ipynb
- chain_of_thought_react.ipynb
- question_answering.ipynb
- text_classification.ipynb
- text_extraction.ipynb
- text_summarization.ipynb
- get_started_with_vertex_ai_prompt_optimizer.ipynb
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- get_started_with_vertex_ai_prompt_optimizer_tool_usage.ipynb
- vapo_lib.py
- vertex_ai_prompt_optimizer_ui.ipynb
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- intro_rag_engine.ipynb
- rag_engine_cross_corpus_retrieval.ipynb
- rag_engine_eval_service_sdk.ipynb
- rag_engine_evaluation.ipynb
- rag_engine_feature_store.ipynb
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- rag_engine_vector_search.ipynb
- rag_engine_vertex_ai_search.ipynb
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- gemini_prompt_attacks_mitigation_examples.ipynb
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- README.md
- README.md
- 1_Asset_Search.py
- 2_Semantic_Search.py
- 3_Graph_Visualization.py
- 4_Exposure_Check.py
- database.py
- Dockerfile
- graph_viz.py
- home.py
- README.md
- requirements.txt
- Schema-Operations.sql
- toy.csv
- results.pdf
- mmlu.py
- __init__.py
- cli.py
- eval.py
- judge.py
- judge_llm.py
- metrics.py
- prompts.py
- runner.py
- .gitignore
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- audio_transcoding.py
- live_api.py
- prompt.py
- .env.example
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- design_doc.md
- Dockerfile
- main.py
- README.md
- requirements.txt
- .flake8
- mypy.ini
- nav_menu.py
- prompts.py
- styles.py
- .flake8
- .pylintrc
- main.py
- mypy.ini
- Procfile
- README.md
- requirements.txt
- index.html
- app.py
- deploy.sh
- Dockerfile
- requirements.txt
- run.sh
- README.md
- app.json
- app.py
- Dockerfile
- README.md
- requirements.txt
- alloydb-omni.md
- non-vertex-models.md
- chatbot.ts
- database.ts
- index.ts
- investments.ts
- package-lock.json
- package.json
- prospects.ts
- prospectus-rag.ts
- prospectus.ts
- swagger.json
- tsconfig.json
- .sqlfluff
- llm.sql
- llm_local.sql
- deploy-backend.sh
- deploy-frontend.sh
- deploy-org-policies.sh
- deploy-pipeline.sh
- deploy-registry.sh
- deploy-search.sh
- deploy-secrets.sh
- enable-apis.sh
- install-pgadmin.sh
- main.py
- requirements.txt
- main.py
- requirements.txt
- main.py
- requirements.txt
- main.py
- requirements.txt
- reindex-search.sh
- chat-configuration.component.html
- chat-configuration.component.scss
- chat-configuration.component.ts
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- ticker-autocomplete.component.html
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- investment-results.component.html
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- investment-results.component.ts
- investments.component.html
- investments.component.scss
- investments.component.ts
- prospect-results.component.html
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- prospect-results.component.ts
- prospects.component.html
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- prospects.component.ts
- research.component.html
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